Responsible AI

Pushing the Limits of Fairness in Algorithmic Decision-Making IJCAI 2023 Quantifying and Mitigating the Impact of Label Errors on Model Disparity Metrics ICLR 2023 Quantify the Political Bias in News Edits: Experiments with Few-Shot Learners (Student Abstract) AAAI 2023 Quantus: An Explainable AI Toolkit for Responsible Evaluation of Neural Network Explanations and Beyond JMLR 2023 RADAR: Robust AI-Text Detection via Adversarial Learning NeurIPS 2023 Real-Time Visual Feedback to Guide Benchmark Creation: A Human-and-Metric-in-the-Loop Workflow EACL 2023 Regulation and NLP (RegNLP): Taming Large Language Models EMNLP 2023 Rehabilitating Homeless: Dataset and Key Insights AAAI 2023 Responsible AI Considerations in Text Summarization Research: A Review of Current Practices EMNLP 2023 Responsible AI (RAI) Games and Ensembles NeurIPS 2023 Responsible Robotics: A Socio-Ethical Addition to Robotics Courses AAAI 2023 Risks and NLP Design: A Case Study on Procedural Document QA ACL 2023 ROBBIE: Robust Bias Evaluation of Large Generative Language Models EMNLP 2023 Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models CVPR 2023 Security Challenges in Natural Language Processing Models EMNLP 2023 SeeGULL: A Stereotype Benchmark with Broad Geo-Cultural Coverage Leveraging Generative Models ACL 2023 Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images NeurIPS 2023 SeqXGPT: Sentence-Level AI-Generated Text Detection EMNLP 2023 Speaking Multiple Languages Affects the Moral Bias of Language Models ACL 2023 Speak, Memory: An Archaeology of Books Known to ChatGPT/GPT-4 EMNLP 2023 SQuARe: A Large-Scale Dataset of Sensitive Questions and Acceptable Responses Created through Human-Machine Collaboration ACL 2023 Stereotypes and Smut: The (Mis)representation of Non-cisgender Identities by Text-to-Image Models ACL 2023 StyLEx: Explaining Style Using Human Lexical Annotations EACL 2023 The Effects of AI Biases and Explanations on Human Decision Fairness: A Case Study of Bidding in Rental Housing Markets IJCAI 2023 The Intended Uses of Automated Fact-Checking Artefacts: Why, How and Who EMNLP 2023